TECHNOLOGY SELECTION IN THE PRESENCE OF BOTH CARDINAL AND ORDINAL DATA

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AZIZI HOSSEIN; FARZIPOOR SAEN REZA

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Journal: JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT Year:2016 | Volume:- | Issue:26 Page(s): 13-23

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Title

TECHNOLOGY SELECTION IN THE PRESENCE OF BOTH CARDINAL AND ORDINAL DATA

Author(s)

AZIZI HOSSEIN | FARZIPOOR SAEN REZA | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ2

TECHNOLOGY SELECTIONQ1

CARDINAL AND ORDINAL DATAQ1

OPTIMISTIC AND PESSIMISTIC EFFICIENCIESQ2

Abstract

DATA ENVELOPMENT ANALYSIS (DEA) is a data-oriented approach for evaluating the performance of a set of peer entities called Decision making units (DMUs) whose performance is characterized by multiple measures. The definition of a DMU is generic and flexible. In our case, DMU refers to a technology. Selection of the best technology is an important phase for technology transfer. To selection the best technologies in the presence of both CARDINAL AND ORDINAL DATA, this paper proposes an innovative approach, which is based on DEA. This paper proposes to use “DEA with efficient and inefficient frontiers” for selection of the best technology in the presence of both CARDINAL AND ORDINAL DATA. In this approach, OPTIMISTIC AND PESSIMISTIC EFFICIENCIES of each technology are considered simultaneously. Compared with the traditional DEA, the DEA approach with efficient and inefficient frontiers can identify the best technology easily and accurately. A numerical example demonstrates the application of the proposed method.

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APA: Copy

AZIZI, HOSSEIN, & FARZIPOOR SAEN, REZA. (2016). TECHNOLOGY SELECTION IN THE PRESENCE OF BOTH CARDINAL AND ORDINAL DATA. JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT, -(26), 13-23. SID. https://sid.ir/paper/205893/en

Vancouver: Copy

AZIZI HOSSEIN, FARZIPOOR SAEN REZA. TECHNOLOGY SELECTION IN THE PRESENCE OF BOTH CARDINAL AND ORDINAL DATA. JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT[Internet]. 2016;-(26):13-23. Available from: https://sid.ir/paper/205893/en

IEEE: Copy

HOSSEIN AZIZI, and REZA FARZIPOOR SAEN, “TECHNOLOGY SELECTION IN THE PRESENCE OF BOTH CARDINAL AND ORDINAL DATA,” JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT, vol. -, no. 26, pp. 13–23, 2016, [Online]. Available: https://sid.ir/paper/205893/en

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